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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
APOL6 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
89.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
38.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
38.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
32.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
30.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
28.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
28.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
28.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
23.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
21.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
21.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
21.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
19.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
APOL6 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
32.8
Number of samples
486
Samples
Sample
Description
TPM
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
86.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
85.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
77.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
75.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
73.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
73.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
71.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
70.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
69.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
66.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
65.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
64.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
64.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
63.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
63.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
61.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
61.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
61.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
61.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
60.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
60.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
60.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
59.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
58.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
57.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
57.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
57.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
56.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
56.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
56.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
55.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
55.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
55.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
55.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
54.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
54.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
53.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
53.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
53.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
53.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
52.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
52.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
52.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
52.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
52.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
52.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
51.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
51.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
51.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
50.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
50.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
50.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
50.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
49.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
49.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
49.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
49.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
49.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
49.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
49.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
48.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
48.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
48.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
48.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
48.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
48.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
47.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
46.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
46.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
46.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
46.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
46.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
45.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
45.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
45.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
44.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
44.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
44.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
44.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
44.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
44.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
43.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
43.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
42.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
42.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
42.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
42.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
42.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
42.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
42.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
41.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
41.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
41.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
41.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
41.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
41.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
41.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
41.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
41.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
41.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
40.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
40.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
40.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
40.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
40.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
40.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
40.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
40.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
40.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
40.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
40.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
40.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
39.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
39.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
39.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
39.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
39.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
39.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
39.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
39.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
38.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
38.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
38.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
38.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
38.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
38.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
38.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
38.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
38.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
37.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
37.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
37.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
37.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
37.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
37.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
37.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
37.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
37.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
37.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
37.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
36.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
36.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
36.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
36.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
36.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
35.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
35.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
35.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
35.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
35.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
35.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
35.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
35.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
35.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
35.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
35.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
35.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
35.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
35.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
35.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
34.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
34.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
34.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
34.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
34.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
34.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
34.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
34.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
34.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
34.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
34.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
33.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
33.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
33.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
33.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
33.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
33.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
33.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
33.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
32.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
32.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
32.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
32.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
32.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
32.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
32.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
32.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
31.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
31.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
31.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
31.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
31.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
31.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
31.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
30.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
30.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
30.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
30.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
30.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
30.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
30.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
30.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
30.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
30.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
29.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
29.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
29.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
29.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
28.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
28.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
28.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
28.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
27.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
27.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
26.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
26.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
APOL6 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
APOL6 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.3
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
71.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
55.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
51.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
49.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
47.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
47.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
44.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
44.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
44.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
43.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
43.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
43.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
43.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
42.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
41.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
40.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
40.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
39.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
39.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
39.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
39.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
38.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
38.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
38.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
38.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
37.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
37.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
36.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
36.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
35.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
35.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
35.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
34.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
34.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
34.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
34.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
33.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
33.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
33.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
33.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
33.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
32.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
32.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
32.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
32.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
32.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
32.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
32.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
31.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
31.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
31.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
31.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
31.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
30.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
30.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
28.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
28.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
28.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
28.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
27.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
